基于GSPN和Markov的网络空间模拟防御系统性能建模

Quan Ren, Jiangxing Wu, Zhiyong Sun, Lei He, Bolin Ma, Yuliang Hu
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引用次数: 0

摘要

网络空间模拟防御旨在构建一种新型的可控可信系统。它融合了异构冗余系统和鲁棒控制系统的特点,实现了控制系统的安全防御和预警能力。本文采用广义随机Petri网(GSPN)对网络空间模拟防御系统(CMDS)的体系结构进行描述,分析了CMDS的可用性和感知安全性,并分析了不同攻击强度和恢复能力对系统的影响。此外,建立了CMDS服务的响应时间模型,原型系统的仿真结果表明了该方法的可行性和有效性,并通过参数分析给出了执行器性能、恢复能力和协同攻击的退化情况,对模拟系统工程实践具有指导意义。
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Performance Modeling Based on GSPN and Markov for Cyberspace Mimic Defense System
Cyberspace mimic defense (CMD) aims to construct a new controllable and trusted system. It integrates the characteristics of heterogeneous redundant system and robust control system, achieving the security defense and warning capacity of control system. This paper adopts generalized stochastic Petri nets (GSPN) to describe system's architectures and analyze the availability and awareness security of the Cyberspace Mimic Defense System (CMDS), and we analyze the influence of different attacking strength and recovering ability. Besides, we establish the response time model for CMDS service, the results of prototype system show that the proposed method is practicable and effective, and the analysis of parameters gives the situation of degradation of executor performance, ability of recovering and coordinated attack which has useful guidance to the mimic systems engineering practice.
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